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Volker Fischer
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Multi-Attribute Open Set Recognition


Aug 14, 2022
Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer

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* Accepted for publication at German Conference for Pattern Recognition (GCPR) 2022 
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Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source Domain


Jul 20, 2022
Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Claudia Blaiotta, Mauricio Munoz, Volker Fischer

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* Accepted for publication at European Conference on Computer Vision (ECCV) 2022 
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Contrasting quadratic assignments for set-based representation learning


May 31, 2022
Artem Moskalev, Ivan Sosnovik, Volker Fischer, Arnold Smeulders

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DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities


Aug 12, 2021
Elias Eulig, Piyapat Saranrittichai, Chaithanya Kumar Mummadi, Kilian Rambach, William Beluch, Xiahan Shi, Volker Fischer

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* Accepted for publication at IEEE International Conference on Computer Vision (ICCV) 2021 
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EML Online Speech Activity Detection for the Fearless Steps Challenge Phase-III


Jun 21, 2021
Omid Ghahabi, Volker Fischer

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Does enhanced shape bias improve neural network robustness to common corruptions?


Apr 20, 2021
Chaithanya Kumar Mummadi, Ranjitha Subramaniam, Robin Hutmacher, Julien Vitay, Volker Fischer, Jan Hendrik Metzen

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* 20 pages, 9 figures, 12 tables, accepted at ICLR 2021 
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Fostering Generalization in Single-view 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors


Apr 01, 2021
Jan Bechtold, Maxim Tatarchenko, Volker Fischer, Thomas Brox

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* Accepted at CVPR 2021 
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EML System Description for VoxCeleb Speaker Diarization Challenge 2020


Oct 23, 2020
Omid Ghahabi, Volker Fischer

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SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks


Jun 22, 2020
Fabian B. Fuchs, Daniel E. Worrall, Volker Fischer, Max Welling

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Group Pruning using a Bounded-Lp norm for Group Gating and Regularization


Aug 09, 2019
Chaithanya Kumar Mummadi, Tim Genewein, Dan Zhang, Thomas Brox, Volker Fischer

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* German Conference on Pattern Recognition (GCPR) 2019, 12 main pages, 3 pages of appendix, 4 figures, 2 tables 
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